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Association between serum markers of the humoral immune system and inflammation in the Swedish AMORIS study
BACKGROUND: Although the onset of inflammatory cascades may profoundly influence the nature of antibody responses, the interplay between inflammatory and humoral (antibody) immune markers remains unclear. Thus, we explored the reciprocity between the humoral immune system and inflammation and assess...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8420021/ https://www.ncbi.nlm.nih.gov/pubmed/34488637 http://dx.doi.org/10.1186/s12865-021-00448-2 |
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author | Santaolalla, Aida Sollie, Sam Rislan, Ali Josephs, Debra H. Hammar, Niklas Walldius, Goran Garmo, Hans Karagiannis, Sophia N. Van Hemelrijck, Mieke |
author_facet | Santaolalla, Aida Sollie, Sam Rislan, Ali Josephs, Debra H. Hammar, Niklas Walldius, Goran Garmo, Hans Karagiannis, Sophia N. Van Hemelrijck, Mieke |
author_sort | Santaolalla, Aida |
collection | PubMed |
description | BACKGROUND: Although the onset of inflammatory cascades may profoundly influence the nature of antibody responses, the interplay between inflammatory and humoral (antibody) immune markers remains unclear. Thus, we explored the reciprocity between the humoral immune system and inflammation and assessed how external socio-demographic factors may influence these interactions. From the AMORIS cohort, 5513 individuals were identified with baseline measurements of serum humoral immune [immunoglobulin G, A & M (IgG, IgA, IgM)] and inflammation (C-reactive protein (CRP), albumin, haptoglobin, white blood cells (WBC), iron and total iron-binding capacity) markers measured on the same day. Correlation analysis, principal component analysis and hierarchical clustering were used to evaluate biomarkers correlation, variation and associations. Multivariate analysis of variance was used to assess associations between biomarkers and educational level, socio-economic status, sex and age. RESULTS: Frequently used serum markers for inflammation, CRP, haptoglobin and white blood cells, correlated together. Hierarchical clustering and principal component analysis confirmed the interaction between these main biological responses, showing an acute response component (CRP, Haptoglobin, WBC, IgM) and adaptive response component (Albumin, Iron, TIBC, IgA, IgG). A socioeconomic gradient associated with worse health outcomes was observed, specifically low educational level, older age and male sex were associated with serum levels that indicated infection and inflammation. CONCLUSIONS: These findings indicate that serum markers of the humoral immune system and inflammation closely interact in response to infection or inflammation. Clustering analysis presented two main immune response components: an acute and an adaptive response, comprising markers of both biological pathways. Future studies should shift from single internal marker assessment to multiple humoral and inflammation serum markers combined, when assessing risk of clinical outcomes such as cancer. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12865-021-00448-2. |
format | Online Article Text |
id | pubmed-8420021 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-84200212021-09-09 Association between serum markers of the humoral immune system and inflammation in the Swedish AMORIS study Santaolalla, Aida Sollie, Sam Rislan, Ali Josephs, Debra H. Hammar, Niklas Walldius, Goran Garmo, Hans Karagiannis, Sophia N. Van Hemelrijck, Mieke BMC Immunol Research Article BACKGROUND: Although the onset of inflammatory cascades may profoundly influence the nature of antibody responses, the interplay between inflammatory and humoral (antibody) immune markers remains unclear. Thus, we explored the reciprocity between the humoral immune system and inflammation and assessed how external socio-demographic factors may influence these interactions. From the AMORIS cohort, 5513 individuals were identified with baseline measurements of serum humoral immune [immunoglobulin G, A & M (IgG, IgA, IgM)] and inflammation (C-reactive protein (CRP), albumin, haptoglobin, white blood cells (WBC), iron and total iron-binding capacity) markers measured on the same day. Correlation analysis, principal component analysis and hierarchical clustering were used to evaluate biomarkers correlation, variation and associations. Multivariate analysis of variance was used to assess associations between biomarkers and educational level, socio-economic status, sex and age. RESULTS: Frequently used serum markers for inflammation, CRP, haptoglobin and white blood cells, correlated together. Hierarchical clustering and principal component analysis confirmed the interaction between these main biological responses, showing an acute response component (CRP, Haptoglobin, WBC, IgM) and adaptive response component (Albumin, Iron, TIBC, IgA, IgG). A socioeconomic gradient associated with worse health outcomes was observed, specifically low educational level, older age and male sex were associated with serum levels that indicated infection and inflammation. CONCLUSIONS: These findings indicate that serum markers of the humoral immune system and inflammation closely interact in response to infection or inflammation. Clustering analysis presented two main immune response components: an acute and an adaptive response, comprising markers of both biological pathways. Future studies should shift from single internal marker assessment to multiple humoral and inflammation serum markers combined, when assessing risk of clinical outcomes such as cancer. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12865-021-00448-2. BioMed Central 2021-09-06 /pmc/articles/PMC8420021/ /pubmed/34488637 http://dx.doi.org/10.1186/s12865-021-00448-2 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Article Santaolalla, Aida Sollie, Sam Rislan, Ali Josephs, Debra H. Hammar, Niklas Walldius, Goran Garmo, Hans Karagiannis, Sophia N. Van Hemelrijck, Mieke Association between serum markers of the humoral immune system and inflammation in the Swedish AMORIS study |
title | Association between serum markers of the humoral immune system and inflammation in the Swedish AMORIS study |
title_full | Association between serum markers of the humoral immune system and inflammation in the Swedish AMORIS study |
title_fullStr | Association between serum markers of the humoral immune system and inflammation in the Swedish AMORIS study |
title_full_unstemmed | Association between serum markers of the humoral immune system and inflammation in the Swedish AMORIS study |
title_short | Association between serum markers of the humoral immune system and inflammation in the Swedish AMORIS study |
title_sort | association between serum markers of the humoral immune system and inflammation in the swedish amoris study |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8420021/ https://www.ncbi.nlm.nih.gov/pubmed/34488637 http://dx.doi.org/10.1186/s12865-021-00448-2 |
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